In this project, an LSTM-based Model Predictive Controller (LSTM-MPC), with 200 neurons of each layer, is designed to have a highly efficient control on the temperature. The resulted dataset is attached, for further considerations.

DOI Link: 
10.21227/ks86-ag57
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Dataset Files

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[1] Ashkan Safari, "LSTM based Model Predictive Temperature Controller", IEEE Dataport, 2023. [Online]. Available: http://dx.doi.org/10.21227/ks86-ag57. Accessed: Dec. 01, 2023.
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doi = {10.21227/ks86-ag57},
url = {http://dx.doi.org/10.21227/ks86-ag57},
author = {Ashkan Safari },
publisher = {IEEE Dataport},
title = {LSTM based Model Predictive Temperature Controller},
year = {2023} }
TY - DATA
T1 - LSTM based Model Predictive Temperature Controller
AU - Ashkan Safari
PY - 2023
PB - IEEE Dataport
UR - 10.21227/ks86-ag57
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Ashkan Safari. (2023). LSTM based Model Predictive Temperature Controller. IEEE Dataport. http://dx.doi.org/10.21227/ks86-ag57
Ashkan Safari, 2023. LSTM based Model Predictive Temperature Controller. Available at: http://dx.doi.org/10.21227/ks86-ag57.
Ashkan Safari. (2023). "LSTM based Model Predictive Temperature Controller." Web.
1. Ashkan Safari. LSTM based Model Predictive Temperature Controller [Internet]. IEEE Dataport; 2023. Available from : http://dx.doi.org/10.21227/ks86-ag57
Ashkan Safari. "LSTM based Model Predictive Temperature Controller." doi: 10.21227/ks86-ag57